Department of Animal and Dairy Science, University of Wisconsin-Madison, Madison 53706.
Department of Animal and Dairy Science, University of Wisconsin-Madison, Madison 53706.
J Dairy Sci. 2022 Oct;105(10):8130-8142. doi: 10.3168/jds.2022-22093. Epub 2022 Aug 31.
Residual feed intake (RFI) is a measurement of the difference between actual and predicted feed intake when adjusted for energy sinks; more efficient cows eat less than predicted (low RFI) and inefficient cows eat more than predicted (high RFI). Data evaluating the relationship between RFI and feeding behaviors (FB) are limited in dairy cattle; therefore, the objective of this study was to determine daily and temporal FB in mid-lactation Holstein cows across a range of RFI values. Mid-lactation Holstein cows (n = 592 multiparous; 304 primiparous) were enrolled in 17 cohorts at 97 ± 26 d in milk (± standard deviation), and all cows within a cohort were fed a common diet using automated feeding bins. Cow RFI was calculated as the difference between predicted and observed dry matter intake (DMI) after accounting for parity, days in milk, milk energy, metabolic body weight and change, and experiment. The associations between RFI and FB at the level of meals and daily totals were evaluated using mixed models with the fixed effect of RFI and the random effects of cow and cohort. Daily temporal FB analyses were conducted using 2-h blocks and analyzed using mixed models with the fixed effects of RFI, time, RFI × time, and cohort, and the random effect of cow (cohort). There was a positive linear association between RFI and DMI in multiparous cows and a positive quadratic relationship in primiparous cows, where the rate of increase in DMI was less at higher RFI. Eating rate, DMI per meal, and size of the largest daily meal were positively associated with RFI. Daily temporal analysis of FB revealed an interaction between RFI and time for eating rate in multiparous and primiparous cows. The eating rate increased with greater RFI at 11 of 12 time points throughout the day, and eating rate differed across RFI between multiple time points. There tended to be an interaction between RFI and time for eating time and bin visits in multiparous cows but not primiparous cows. Overall, there was a time effect for all FB variables, where DMI, eating time and rate, and bin visits were greatest after the initial daily feeding at 1200 h, increased slightly after each milking, and reached a nadir at 0600 h (6 h before feeding). Considering the relationship between RFI and eating rate, additional efforts to determine cost-effective methods of quantifying eating rate in group-housed dairy cows is warranted. Further investigation is also warranted to determine if management strategies to alter FB, especially eating rate, can be effective in increasing feed efficiency in lactating dairy cattle.
残留采食量(RFI)是衡量实际采食量与调整能量消耗后的预测采食量之间差异的指标;效率较高的奶牛采食量低于预测值(低 RFI),效率较低的奶牛采食量高于预测值(高 RFI)。在奶牛中,评估 RFI 与采食行为(FB)之间关系的数据有限;因此,本研究的目的是确定泌乳中期荷斯坦奶牛在一系列 RFI 值下的日采食和时间采食行为。在泌乳中期,将 592 头经产(304 头初产)荷斯坦奶牛分为 17 组,产犊后 97±26 天,同一组内的所有奶牛均采用自动饲喂箱饲喂相同的日粮。RFI 是通过在考虑胎次、产犊天数、乳能、代谢体重和变化以及实验的情况下,将预测干物质采食量(DMI)与实际 DMI 之差计算得出的。采用固定效应 RFI 和随机效应牛和组的混合模型评估 RFI 水平下的采食行为和每日总量之间的关联。使用 2 小时块进行日时间采食行为分析,并采用固定效应 RFI、时间、RFI×时间和组以及牛(组)的随机效应的混合模型进行分析。在经产牛中,RFI 与 DMI 呈正线性关系,在初产牛中呈正二次关系,在较高 RFI 时,DMI 的增加速度较慢。采食速度、每餐 DMI 和最大日餐量与 RFI 呈正相关。日采食行为时间分析显示,在经产和初产奶牛中,RFI 与采食时间之间存在交互作用。在一天中的 12 个时间点中的 11 个时间点,随着 RFI 的增加,采食速度增加,并且在多个时间点,RFI 之间的采食速度不同。在经产奶牛中,采食时间和进入料槽的次数与 RFI 之间存在时间交互作用,但在初产奶牛中没有。总体而言,所有 FB 变量都存在时间效应,在 1200 点初始每日饲喂后,DMI、采食时间和速度以及进入料槽的次数最大,每次挤奶后略有增加,在 0600 点(饲喂前 6 小时)达到最低值。考虑到 RFI 与采食速度之间的关系,有必要进一步努力确定在群体饲养的奶牛中量化采食速度的具有成本效益的方法。还需要进一步研究,以确定改变 FB(尤其是采食速度)的管理策略是否可以有效提高泌乳奶牛的饲料效率。